Time-Series EDA

Dataset statistics

Number of variables	22
Number of observations	988
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	15
Duplicate rows (%)	1.5%
Total size in memory	177.5 KiB
Average record size in memory	184.0 B

Variable types

DateTime	3
TimeSeries	6
Numeric	13

Timeseries statistics

Number of series	6
Time series length	988
Starting point	2020-01-02 00:00:00
Ending point	2024-12-02 00:00:00
Period	1 day, 19 hours and 40 minutes

Original
Scaled

Alerts

Dataset has 15 (1.5%) duplicate rows	Duplicates
`humedadMax` is highly overall correlated with `humedadMedia`	High correlation
`humedadMedia` is highly overall correlated with `humedadMax` and 1 other fields	High correlation
`humedadMin` is highly overall correlated with `humedadMedia`	High correlation
`radiacion` is highly overall correlated with `tempMax` and 2 other fields	High correlation
`tempMax` is highly overall correlated with `radiacion` and 2 other fields	High correlation
`tempMedia` is highly overall correlated with `radiacion` and 2 other fields	High correlation
`tempMin` is highly overall correlated with `radiacion` and 2 other fields	High correlation
`velViento` is highly overall correlated with `velVientoMax`	High correlation
`velVientoMax` is highly overall correlated with `velViento`	High correlation
`dia` is non stationary	Non stationary
`tempMedia` is non stationary	Non stationary
`tempMax` is non stationary	Non stationary
`tempMin` is non stationary	Non stationary
`radiacion` is non stationary	Non stationary
`dia` is seasonal	Seasonal
`tempMedia` is seasonal	Seasonal
`tempMax` is seasonal	Seasonal
`tempMin` is seasonal	Seasonal
`radiacion` is seasonal	Seasonal
`bateria` is highly skewed (γ1 = 22.09936134)	Skewed
`horMinTempMin` has 90 (9.1%) zeros	Zeros
`horMinHumMin` has 19 (1.9%) zeros	Zeros
`horMinVelMax` has 17 (1.7%) zeros	Zeros
`dirVientoVelMax` has 34 (3.4%) zeros	Zeros
`precipitacion` has 857 (86.7%) zeros	Zeros

Reproduction

Analysis started	2024-02-29 09:54:25.537650
Analysis finished	2024-02-29 09:54:58.341147
Duration	32.8 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Date
Date

Distinct	973
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Minimum	2020-01-02 00:00:00
Maximum	2024-12-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Price
Numeric time series

Distinct	203
Distinct (%)	20.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	120.7166
Minimum	28
Maximum	538
Zeros	0
Zeros (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	28
5-th percentile	63
Q1	82
median	107
Q3	141
95-th percentile	222.3
Maximum	538
Range	510
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	59.095364
Coefficient of variation (CV)	0.48953801
Kurtosis	7.1816351
Mean	120.7166
Median Absolute Deviation (MAD)	27
Skewness	2.214155
Sum	119268
Variance	3492.2621
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	6.300112892 × 10^-9

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	52
min	4 days
max	4 weeks and 3 days
mean	1 week, 5 days and 55 minutes
std	1 week, 3 days and 2 minutes

Value	Count	Frequency (%)
112	20	2.0%
66	17	1.7%
83	17	1.7%
74	16	1.6%
89	15	1.5%
91	15	1.5%
71	14	1.4%
77	14	1.4%
68	14	1.4%
87	14	1.4%
Other values (193)	832	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28	1	0.1%
42	1	0.1%
46	1	0.1%
47	1	0.1%
51	2	0.2%
52	1	0.1%
53	2	0.2%
54	4	0.4%
55	1	0.1%
56	11	1.1%

Value	Count	Frequency (%)
538	1	0.1%
486	1	0.1%
389	1	0.1%
376	1	0.1%
375	1	0.1%
365	1	0.1%
349	1	0.1%
343	1	0.1%
338	1	0.1%
336	1	0.1%

ACF and PACF

fecha
Date

Distinct	953
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Minimum	2020-01-02 00:00:00
Maximum	2024-02-13 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

dia
Numeric time series

NON STATIONARY SEASONAL

Distinct	350
Distinct (%)	35.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	183.34211
Minimum	2
Maximum	366
Zeros	0
Zeros (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	2
5-th percentile	13
Q1	74.75
median	194
Q3	287
95-th percentile	351.65
Maximum	366
Range	364
Interquartile range (IQR)	212.25

Descriptive statistics

Standard deviation	114.64781
Coefficient of variation (CV)	0.62532176
Kurtosis	-1.396204
Mean	183.34211
Median Absolute Deviation (MAD)	106
Skewness	-0.069579023
Sum	181142
Variance	13144.12
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.01957363278

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	52
min	4 days
max	4 weeks and 3 days
mean	1 week, 5 days and 55 minutes
std	1 week, 3 days and 2 minutes

Value	Count	Frequency (%)
2	26	2.6%
18	5	0.5%
364	5	0.5%
273	5	0.5%
91	5	0.5%
88	5	0.5%
20	5	0.5%
361	5	0.5%
13	5	0.5%
15	4	0.4%
Other values (340)	918	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	26	2.6%
3	3	0.3%
4	1	0.1%
5	1	0.1%
6	2	0.2%
7	1	0.1%
8	1	0.1%
9	4	0.4%
10	3	0.3%
11	1	0.1%

Value	Count	Frequency (%)
366	1	0.1%
365	3	0.3%
364	5	0.5%
363	4	0.4%
362	4	0.4%
361	5	0.5%
360	3	0.3%
359	1	0.1%
358	3	0.3%
357	4	0.4%

ACF and PACF

tempMedia
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	723
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.316306
Minimum	8.36
Maximum	28.87
Zeros	0
Zeros (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	8.36
5-th percentile	11.717
Q1	14.5075
median	17.17
Q3	22.3725
95-th percentile	26.56
Maximum	28.87
Range	20.51
Interquartile range (IQR)	7.865

Descriptive statistics

Standard deviation	4.8305758
Coefficient of variation (CV)	0.2637309
Kurtosis	-1.0220899
Mean	18.316306
Median Absolute Deviation (MAD)	3.54
Skewness	0.34478656
Sum	18096.51
Variance	23.334462
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.05802443931

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	52
min	4 days
max	4 weeks and 3 days
mean	1 week, 5 days and 55 minutes
std	1 week, 3 days and 2 minutes

Value	Count	Frequency (%)
14.63	26	2.6%
15.31	5	0.5%
26.56	5	0.5%
15.67	4	0.4%
15.24	4	0.4%
22.77	4	0.4%
13.39	4	0.4%
13.87	4	0.4%
15.42	3	0.3%
23.61	3	0.3%
Other values (713)	926	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.36	1	0.1%
8.87	1	0.1%
9.07	1	0.1%
9.48	1	0.1%
9.61	1	0.1%
9.77	1	0.1%
9.81	1	0.1%
9.93	1	0.1%
10.02	1	0.1%
10.04	1	0.1%

Value	Count	Frequency (%)
28.87	1	0.1%
28.85	1	0.1%
28.66	1	0.1%
28.49	1	0.1%
28.2	1	0.1%
28.18	1	0.1%
28.08	1	0.1%
27.98	1	0.1%
27.89	1	0.1%
27.88	2	0.2%

ACF and PACF

tempMax
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	568
Distinct (%)	57.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22.703796
Minimum	11.73
Maximum	35.61
Zeros	0
Zeros (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	11.73
5-th percentile	16.211
Q1	18.77
median	21.66
Q3	26.5825
95-th percentile	30.9925
Maximum	35.61
Range	23.88
Interquartile range (IQR)	7.8125

Descriptive statistics

Standard deviation	4.8255391
Coefficient of variation (CV)	0.21254328
Kurtosis	-0.84578224
Mean	22.703796
Median Absolute Deviation (MAD)	3.68
Skewness	0.40404212
Sum	22431.35
Variance	23.285827
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.05173156197

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	52
min	4 days
max	4 weeks and 3 days
mean	1 week, 5 days and 55 minutes
std	1 week, 3 days and 2 minutes

Value	Count	Frequency (%)
19.58	29	2.9%
18.32	7	0.7%
17.78	7	0.7%
17.31	6	0.6%
25.9	5	0.5%
17.25	5	0.5%
17.05	5	0.5%
18.31	5	0.5%
23.3	5	0.5%
19.18	5	0.5%
Other values (558)	909	92.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.73	1	0.1%
12.86	1	0.1%
13.06	1	0.1%
13.8	1	0.1%
13.87	1	0.1%
13.99	1	0.1%
14.32	1	0.1%
14.59	1	0.1%
14.65	1	0.1%
14.66	1	0.1%

Value	Count	Frequency (%)
35.61	1	0.1%
35.44	1	0.1%
35.41	1	0.1%
34.62	1	0.1%
34.55	1	0.1%
34.48	1	0.1%
33.95	1	0.1%
33.75	2	0.2%
33.69	1	0.1%
33.55	1	0.1%

ACF and PACF

horMinTempMax
Real number (ℝ)

Distinct	24
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.522267

Minimum	0
Maximum	24
Zeros	4
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	11
median	13
Q3	14
95-th percentile	16
Maximum	24
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.514499
Coefficient of variation (CV)	0.20080222
Kurtosis	6.0745014
Mean	12.522267
Median Absolute Deviation (MAD)	1
Skewness	-0.65673004
Sum	12372
Variance	6.3227053
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
13	212	21.5%
12	193	19.5%
14	164	16.6%
11	124	12.6%
10	87	8.8%
15	86	8.7%
16	30	3.0%
9	28	2.8%
17	13	1.3%
8	12	1.2%
Other values (14)	39	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	0.4%
1	2	0.2%
2	3	0.3%
3	5	0.5%
4	2	0.2%
5	1	0.1%
7	4	0.4%
8	12	1.2%
9	28	2.8%
10	87	8.8%

Value	Count	Frequency (%)
24	1	0.1%
23	3	0.3%
22	3	0.3%
21	2	0.2%
20	1	0.1%
19	2	0.2%
18	6	0.6%
17	13	1.3%
16	30	3.0%
15	86	8.7%

tempMin
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	400
Distinct (%)	40.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.545278
Minimum	4.949
Maximum	25.3
Zeros	0
Zeros (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	4.949
5-th percentile	7.68
Q1	10.54
median	13.53
Q3	18.7225
95-th percentile	22.998
Maximum	25.3
Range	20.351
Interquartile range (IQR)	8.1825

Descriptive statistics

Standard deviation	4.8923555
Coefficient of variation (CV)	0.33635352
Kurtosis	-1.0163436
Mean	14.545278
Median Absolute Deviation (MAD)	3.66
Skewness	0.33632969
Sum	14370.735
Variance	23.935142
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.06784268104

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	52
min	4 days
max	4 weeks and 3 days
mean	1 week, 5 days and 55 minutes
std	1 week, 3 days and 2 minutes

Value	Count	Frequency (%)
9.87	32	3.2%
11.34	10	1.0%
11.8	10	1.0%
11.27	9	0.9%
10.67	9	0.9%
12.07	8	0.8%
20.25	8	0.8%
10.6	8	0.8%
12.34	8	0.8%
11.07	7	0.7%
Other values (390)	879	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.949	1	0.1%
5.142	1	0.1%
5.476	1	0.1%
5.81	1	0.1%
5.876	1	0.1%
6.01	2	0.2%
6.016	1	0.1%
6.077	3	0.3%
6.144	2	0.2%
6.21	1	0.1%

Value	Count	Frequency (%)
25.3	1	0.1%
25.11	2	0.2%
24.9	1	0.1%
24.51	2	0.2%
24.5	1	0.1%
24.44	2	0.2%
24.38	1	0.1%
24.18	1	0.1%
24.17	2	0.2%
24.12	1	0.1%

ACF and PACF

horMinTempMin
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.7530364

Minimum	0
Maximum	24
Zeros	90
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	5
Q3	7
95-th percentile	24
Maximum	24
Range	24
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.5295931
Coefficient of variation (CV)	0.9711799
Kurtosis	0.20051365
Mean	7.7530364
Median Absolute Deviation (MAD)	2
Skewness	1.3009168
Sum	7660
Variance	56.694773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
5	159	16.1%
6	148	15.0%
7	102	10.3%
4	97	9.8%
0	90	9.1%
3	73	7.4%
2	65	6.6%
24	63	6.4%
23	53	5.4%
1	39	3.9%
Other values (9)	99	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90	9.1%
1	39	3.9%
2	65	6.6%
3	73	7.4%
4	97	9.8%
5	159	16.1%
6	148	15.0%
7	102	10.3%
8	23	2.3%
14	1	0.1%

Value	Count	Frequency (%)
24	63	6.4%
23	53	5.4%
22	36	3.6%
21	14	1.4%
20	9	0.9%
19	8	0.8%
18	6	0.6%
17	1	0.1%
15	1	0.1%
14	1	0.1%

humedadMedia
Real number (ℝ)

HIGH CORRELATION

Distinct	642
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.569464

Minimum	24.14
Maximum	95.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	24.14
5-th percentile	48.204
Q1	60.14
median	68.03
Q3	73.2
95-th percentile	82
Maximum	95.1
Range	70.96
Interquartile range (IQR)	13.06

Descriptive statistics

Standard deviation	10.274452
Coefficient of variation (CV)	0.15434181
Kurtosis	0.2946623
Mean	66.569464
Median Absolute Deviation (MAD)	6.25
Skewness	-0.41966693
Sum	65770.63
Variance	105.56436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71.7	30	3.0%
73.2	8	0.8%
71	7	0.7%
73.1	7	0.7%
71.3	7	0.7%
74.4	7	0.7%
72.5	7	0.7%
71.2	6	0.6%
71.8	6	0.6%
75	6	0.6%
Other values (632)	897	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24.14	1	0.1%
34.65	1	0.1%
35.52	1	0.1%
36.65	1	0.1%
37.06	1	0.1%
37.91	1	0.1%
38.71	1	0.1%
39.73	1	0.1%
40.04	1	0.1%
40.1	1	0.1%

Value	Count	Frequency (%)
95.1	1	0.1%
95	1	0.1%
94.5	1	0.1%
94.4	1	0.1%
92.6	1	0.1%
90.8	1	0.1%
89.1	1	0.1%
88.5	1	0.1%
87.9	2	0.2%
87.7	1	0.1%

humedadMax
Real number (ℝ)

HIGH CORRELATION

Distinct	351
Distinct (%)	35.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.308462

Minimum	43.59
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	43.59
5-th percentile	63.965
Q1	80
median	84.8
Q3	91.3
95-th percentile	100
Maximum	100
Range	56.41
Interquartile range (IQR)	11.3

Descriptive statistics

Standard deviation	10.022044
Coefficient of variation (CV)	0.11887353
Kurtosis	0.99861295
Mean	84.308462
Median Absolute Deviation (MAD)	5.7
Skewness	-0.84740655
Sum	83296.76
Variance	100.44137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	57	5.8%
82.5	11	1.1%
84	10	1.0%
83.9	10	1.0%
84.8	10	1.0%
82.9	9	0.9%
84.2	9	0.9%
90.2	9	0.9%
80	8	0.8%
87.8	8	0.8%
Other values (341)	847	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43.59	1	0.1%
48.88	1	0.1%
49.07	1	0.1%
49.94	1	0.1%
50.74	1	0.1%
52.07	1	0.1%
52.52	1	0.1%
52.58	1	0.1%
53.8	1	0.1%
53.88	2	0.2%

Value	Count	Frequency (%)
100	57	5.8%
99.9	1	0.1%
99.7	1	0.1%
99.6	1	0.1%
99.5	1	0.1%
99.3	2	0.2%
99.2	1	0.1%
99	1	0.1%
98.9	1	0.1%
98.8	2	0.2%

horMinHumMax
Date

Distinct	395
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Minimum	2024-02-29 00:00:00
Maximum	2024-02-29 23:58:00

Histogram

Histogram with fixed size bins (bins=50)

humedadMin
Real number (ℝ)

HIGH CORRELATION

Distinct	843
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.09915

Minimum	10.01
Maximum	88.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	10.01
5-th percentile	27.219
Q1	37.5425
median	45.29
Q3	54.6475
95-th percentile	65.9065
Maximum	88.8
Range	78.79
Interquartile range (IQR)	17.105

Descriptive statistics

Standard deviation	11.830521
Coefficient of variation (CV)	0.25663208
Kurtosis	-0.27459945
Mean	46.09915
Median Absolute Deviation (MAD)	8.52
Skewness	0.098719846
Sum	45545.96
Variance	139.96122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45.05	25	2.5%
44.39	3	0.3%
35.96	3	0.3%
39.92	3	0.3%
63.54	3	0.3%
49.78	3	0.3%
33.97	3	0.3%
45.36	3	0.3%
39.05	3	0.3%
55.25	2	0.2%
Other values (833)	937	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.01	1	0.1%
17.81	1	0.1%
18.02	2	0.2%
18.35	1	0.1%
18.83	1	0.1%
19.02	1	0.1%
19.82	1	0.1%
19.88	1	0.1%
20.54	1	0.1%
20.96	1	0.1%

Value	Count	Frequency (%)
88.8	1	0.1%
79.2	1	0.1%
78.1	1	0.1%
77.6	1	0.1%
76.9	1	0.1%
76.7	1	0.1%
76.2	1	0.1%
76	1	0.1%
73.9	1	0.1%
73.3	1	0.1%

horMinHumMin
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.816802

Minimum	0
Maximum	24
Zeros	19
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	8
median	10
Q3	13
95-th percentile	21
Maximum	24
Range	24
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.8344258
Coefficient of variation (CV)	0.44693672
Kurtosis	0.69640908
Mean	10.816802
Median Absolute Deviation (MAD)	2
Skewness	0.46767157
Sum	10687
Variance	23.371673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
10	171	17.3%
9	131	13.3%
8	97	9.8%
13	74	7.5%
11	60	6.1%
7	55	5.6%
12	54	5.5%
14	47	4.8%
15	40	4.0%
16	28	2.8%
Other values (15)	231	23.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	1.9%
1	17	1.7%
2	15	1.5%
3	13	1.3%
4	17	1.7%
5	21	2.1%
6	15	1.5%
7	55	5.6%
8	97	9.8%
9	131	13.3%

Value	Count	Frequency (%)
24	12	1.2%
23	16	1.6%
22	20	2.0%
21	8	0.8%
20	12	1.2%
19	6	0.6%
18	14	1.4%
17	26	2.6%
16	28	2.8%
15	40	4.0%

velViento
Real number (ℝ)

HIGH CORRELATION

Distinct	775
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5280931

Minimum	0.367
Maximum	7.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0.367
5-th percentile	0.639
Q1	0.975
median	1.3315
Q3	1.81075
95-th percentile	3.16785
Maximum	7.05
Range	6.683
Interquartile range (IQR)	0.83575

Descriptive statistics

Standard deviation	0.84616218
Coefficient of variation (CV)	0.55373732
Kurtosis	6.5824332
Mean	1.5280931
Median Absolute Deviation (MAD)	0.3975
Skewness	2.1414884
Sum	1509.756
Variance	0.71599044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.87	25	2.5%
1.475	4	0.4%
1.019	4	0.4%
1.166	4	0.4%
1.1	4	0.4%
1.929	4	0.4%
1.17	4	0.4%
0.877	3	0.3%
1.829	3	0.3%
1.031	3	0.3%
Other values (765)	930	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.367	1	0.1%
0.427	1	0.1%
0.451	1	0.1%
0.458	1	0.1%
0.471	1	0.1%
0.485	1	0.1%
0.494	1	0.1%
0.497	1	0.1%
0.512	1	0.1%
0.528	1	0.1%

Value	Count	Frequency (%)
7.05	1	0.1%
5.91	1	0.1%
5.85	1	0.1%
5.806	1	0.1%
5.505	1	0.1%
5.36	1	0.1%
5.209	1	0.1%
5.106	1	0.1%
5.09	1	0.1%
5.084	1	0.1%

dirViento
Real number (ℝ)

Distinct	800
Distinct (%)	81.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	223.96918

Minimum	1.952
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	1.952
5-th percentile	19.0515
Q1	153
median	258.6
Q3	305.75
95-th percentile	345.56
Maximum	360
Range	358.048
Interquartile range (IQR)	152.75

Descriptive statistics

Standard deviation	106.41027
Coefficient of variation (CV)	0.47511123
Kurtosis	-0.68931937
Mean	223.96918
Median Absolute Deviation (MAD)	56
Skewness	-0.81336536
Sum	221281.55
Variance	11323.146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
256.6	25	2.5%
276.9	4	0.4%
359.6	3	0.3%
237.9	3	0.3%
312.2	3	0.3%
256.2	3	0.3%
258.7	3	0.3%
259.1	3	0.3%
266.7	3	0.3%
308.2	3	0.3%
Other values (790)	935	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.952	1	0.1%
2.44	1	0.1%
2.761	1	0.1%
2.789	1	0.1%
3.293	1	0.1%
3.38	1	0.1%
4.478	1	0.1%
4.547	1	0.1%
4.554	1	0.1%
4.629	1	0.1%

Value	Count	Frequency (%)
360	1	0.1%
359.6	3	0.3%
359.2	1	0.1%
358.9	1	0.1%
358.3	2	0.2%
358.1	1	0.1%
357.9	1	0.1%
357.8	1	0.1%
357.6	1	0.1%
357.4	1	0.1%

velVientoMax
Real number (ℝ)

HIGH CORRELATION

Distinct	500
Distinct (%)	50.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3859332

Minimum	1.715
Maximum	15.34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	1.715
5-th percentile	2.96315
Q1	3.94425
median	4.846
Q3	6.23775
95-th percentile	9.736
Maximum	15.34
Range	13.625
Interquartile range (IQR)	2.2935

Descriptive statistics

Standard deviation	2.1098915
Coefficient of variation (CV)	0.39174113
Kurtosis	1.8405295
Mean	5.3859332
Median Absolute Deviation (MAD)	1.063
Skewness	1.3295825
Sum	5321.302
Variance	4.4516424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.439	28	2.8%
4.841	6	0.6%
4.635	6	0.6%
5.459	6	0.6%
5.38	6	0.6%
3.636	6	0.6%
4.43	5	0.5%
4.802	5	0.5%
4.959	5	0.5%
5.057	5	0.5%
Other values (490)	910	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.715	1	0.1%
2.127	1	0.1%
2.156	1	0.1%
2.185	1	0.1%
2.205	2	0.2%
2.264	1	0.1%
2.303	1	0.1%
2.323	1	0.1%
2.352	2	0.2%
2.362	1	0.1%

Value	Count	Frequency (%)
15.34	1	0.1%
13.54	1	0.1%
13.41	1	0.1%
13.28	1	0.1%
13.12	1	0.1%
12.96	1	0.1%
12.75	1	0.1%
12.59	1	0.1%
12.52	1	0.1%
12.51	1	0.1%

horMinVelMax
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.709514

Minimum	0
Maximum	24
Zeros	17
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	13
Q3	15
95-th percentile	22
Maximum	24
Range	24
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.7090581
Coefficient of variation (CV)	0.48755721
Kurtosis	-0.46816504
Mean	11.709514
Median Absolute Deviation (MAD)	3
Skewness	-0.12319683
Sum	11569
Variance	32.593344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
13	113	11.4%
14	102	10.3%
15	79	8.0%
12	76	7.7%
16	67	6.8%
11	57	5.8%
6	48	4.9%
5	46	4.7%
7	37	3.7%
8	36	3.6%
Other values (15)	327	33.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	1.7%
1	29	2.9%
2	33	3.3%
3	22	2.2%
4	29	2.9%
5	46	4.7%
6	48	4.9%
7	37	3.7%
8	36	3.6%
9	19	1.9%

Value	Count	Frequency (%)
24	18	1.8%
23	21	2.1%
22	21	2.1%
21	8	0.8%
20	14	1.4%
19	12	1.2%
18	29	2.9%
17	34	3.4%
16	67	6.8%
15	79	8.0%

dirVientoVelMax
Real number (ℝ)

ZEROS

Distinct	719
Distinct (%)	72.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	200.91683

Minimum	0
Maximum	354.7
Zeros	34
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.41225
Q1	128.125
median	243.2
Q3	266.025
95-th percentile	348.665
Maximum	354.7
Range	354.7
Interquartile range (IQR)	137.9

Descriptive statistics

Standard deviation	107.18295
Coefficient of variation (CV)	0.53346923
Kurtosis	-0.71395923
Mean	200.91683
Median Absolute Deviation (MAD)	75.9
Skewness	-0.5961257
Sum	198505.83
Variance	11488.184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34	3.4%
0.095	11	1.1%
354.2	6	0.6%
262.3	5	0.5%
254.2	4	0.4%
353.3	4	0.4%
252.8	4	0.4%
261.9	4	0.4%
252.1	4	0.4%
235.2	4	0.4%
Other values (709)	908	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	3.4%
0.095	11	1.1%
0.19	2	0.2%
0.284	1	0.1%
0.379	2	0.2%
0.474	4	0.4%
0.568	1	0.1%
0.569	1	0.1%
0.758	1	0.1%
0.759	3	0.3%

Value	Count	Frequency (%)
354.7	1	0.1%
354.6	4	0.4%
354.5	2	0.2%
354.4	1	0.1%
354.3	3	0.3%
354.2	6	0.6%
354.1	1	0.1%
353.3	4	0.4%
353.1	1	0.1%
352.9	2	0.2%

radiacion
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	766
Distinct (%)	77.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.70794
Minimum	1.051
Maximum	29.72
Zeros	0
Zeros (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	1.051
5-th percentile	7.5005
Q1	11.5675
median	15.72
Q3	22.37
95-th percentile	27.263
Maximum	29.72
Range	28.669
Interquartile range (IQR)	10.8025

Descriptive statistics

Standard deviation	6.4546672
Coefficient of variation (CV)	0.38632333
Kurtosis	-0.90369906
Mean	16.70794
Median Absolute Deviation (MAD)	4.825
Skewness	0.12027955
Sum	16507.445
Variance	41.662729
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.04578833554

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	52
min	4 days
max	4 weeks and 3 days
mean	1 week, 5 days and 55 minutes
std	1 week, 3 days and 2 minutes

Value	Count	Frequency (%)
10.39	26	2.6%
12.05	5	0.5%
11.93	4	0.4%
22.43	4	0.4%
16.49	3	0.3%
25.94	3	0.3%
26.59	3	0.3%
10.81	3	0.3%
16.46	3	0.3%
10.98	3	0.3%
Other values (756)	931	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.051	1	0.1%
1.904	1	0.1%
2.002	1	0.1%
2.041	1	0.1%
2.402	1	0.1%
2.585	1	0.1%
2.643	1	0.1%
2.795	1	0.1%
2.896	1	0.1%
2.955	1	0.1%

Value	Count	Frequency (%)
29.72	1	0.1%
29.57	1	0.1%
29.46	1	0.1%
29.34	1	0.1%
29.1	1	0.1%
29.04	1	0.1%
29	2	0.2%
28.98	1	0.1%
28.79	1	0.1%
28.78	1	0.1%

ACF and PACF

precipitacion
Real number (ℝ)

ZEROS

Distinct	42
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49534413

Minimum	0
Maximum	39.6
Zeros	857
Zeros (%)	86.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.6
Maximum	39.6
Range	39.6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.6826356
Coefficient of variation (CV)	5.4157007
Kurtosis	83.064709
Mean	0.49534413
Median Absolute Deviation (MAD)	0
Skewness	8.2835021
Sum	489.4
Variance	7.1965335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	857	86.7%
0.2	36	3.6%
0.4	11	1.1%
0.6	10	1.0%
0.8	8	0.8%
1	5	0.5%
1.2	5	0.5%
1.4	5	0.5%
1.6	4	0.4%
2	4	0.4%
Other values (32)	43	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	857	86.7%
0.2	36	3.6%
0.4	11	1.1%
0.6	10	1.0%
0.8	8	0.8%
1	5	0.5%
1.2	5	0.5%
1.4	5	0.5%
1.6	4	0.4%
1.8	3	0.3%

Value	Count	Frequency (%)
39.6	1	0.1%
28	1	0.1%
26.6	1	0.1%
22.4	1	0.1%
21.2	1	0.1%
18	1	0.1%
17.4	1	0.1%
16.8	3	0.3%
15.8	1	0.1%
15.4	1	0.1%

bateria
Real number (ℝ)

SKEWED

Distinct	47
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.820466

Minimum	12.43
Maximum	47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 KiB

Quantile statistics

Minimum	12.43
5-th percentile	12.63
Q1	12.7
median	12.74
Q3	12.82
95-th percentile	12.88
Maximum	47
Range	34.57
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	1.5422944
Coefficient of variation (CV)	0.12029941
Kurtosis	488.74542
Mean	12.820466
Median Absolute Deviation (MAD)	0.06
Skewness	22.099361
Sum	12666.62
Variance	2.3786721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
12.7	75	7.6%
12.71	53	5.4%
12.74	52	5.3%
12.72	48	4.9%
12.73	47	4.8%
12.68	45	4.6%
12.76	43	4.4%
12.81	38	3.8%
12.83	38	3.8%
12.78	36	3.6%
Other values (37)	513	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.43	1	0.1%
12.46	1	0.1%
12.5	1	0.1%
12.51	2	0.2%
12.52	3	0.3%
12.53	2	0.2%
12.54	4	0.4%
12.55	1	0.1%
12.56	3	0.3%
12.58	3	0.3%

Value	Count	Frequency (%)
47	2	0.2%
12.96	1	0.1%
12.93	3	0.3%
12.92	2	0.2%
12.91	6	0.6%
12.9	8	0.8%
12.89	16	1.6%
12.88	24	2.4%
12.87	30	3.0%
12.86	31	3.1%

Auto

Heatmap
Table

	Price	bateria	dia	dirViento	dirVientoVelMax	horMinHumMin	horMinTempMax	horMinTempMin	horMinVelMax	humedadMax	humedadMedia	humedadMin	precipitacion	radiacion	tempMax	tempMedia	tempMin	velViento	velVientoMax
Price	1.000	-0.402	-0.226	-0.029	-0.078	-0.033	0.039	-0.004	-0.011	0.141	0.024	-0.031	0.024	0.020	-0.019	-0.038	-0.078	0.007	0.014
bateria	-0.402	1.000	-0.137	-0.063	0.030	0.015	0.042	-0.003	0.057	-0.091	0.070	0.105	0.092	0.207	0.098	0.133	0.165	0.028	0.067
dia	-0.226	-0.137	1.000	0.147	0.176	-0.022	-0.081	0.073	0.020	-0.039	0.024	0.050	-0.056	-0.118	0.270	0.280	0.319	-0.079	-0.071
dirViento	-0.029	-0.063	0.147	1.000	0.160	-0.111	-0.036	0.138	-0.087	-0.002	-0.025	-0.020	0.019	-0.199	-0.242	-0.238	-0.203	0.061	-0.004
dirVientoVelMax	-0.078	0.030	0.176	0.160	1.000	-0.027	0.011	0.111	0.016	-0.038	0.019	0.015	0.050	-0.031	-0.033	-0.017	-0.005	0.108	0.093
horMinHumMin	-0.033	0.015	-0.022	-0.111	-0.027	1.000	0.238	0.052	0.149	0.016	0.020	0.036	-0.039	0.029	0.041	0.020	0.008	0.117	0.130
horMinTempMax	0.039	0.042	-0.081	-0.036	0.011	0.238	1.000	-0.063	0.144	-0.018	0.038	0.072	0.026	0.075	0.022	0.035	0.017	-0.071	-0.049
horMinTempMin	-0.004	-0.003	0.073	0.138	0.111	0.052	-0.063	1.000	-0.080	-0.073	-0.056	-0.025	0.087	-0.166	-0.179	-0.161	-0.121	0.185	0.097
horMinVelMax	-0.011	0.057	0.020	-0.087	0.016	0.149	0.144	-0.080	1.000	0.066	0.079	0.051	0.117	0.049	0.068	0.088	0.067	0.143	0.222
humedadMax	0.141	-0.091	-0.039	-0.002	-0.038	0.016	-0.018	-0.073	0.066	1.000	0.756	0.443	0.242	-0.022	0.119	0.141	0.141	-0.281	-0.172
humedadMedia	0.024	0.070	0.024	-0.025	0.019	0.020	0.038	-0.056	0.079	0.756	1.000	0.820	0.201	0.044	0.134	0.208	0.262	-0.353	-0.277
humedadMin	-0.031	0.105	0.050	-0.020	0.015	0.036	0.072	-0.025	0.051	0.443	0.820	1.000	0.139	0.038	0.042	0.142	0.227	-0.312	-0.301
precipitacion	0.024	0.092	-0.056	0.019	0.050	-0.039	0.026	0.087	0.117	0.242	0.201	0.139	1.000	-0.293	-0.204	-0.128	-0.075	0.144	0.212
radiacion	0.020	0.207	-0.118	-0.199	-0.031	0.029	0.075	-0.166	0.049	-0.022	0.044	0.038	-0.293	1.000	0.642	0.628	0.566	-0.140	-0.116
tempMax	-0.019	0.098	0.270	-0.242	-0.033	0.041	0.022	-0.179	0.068	0.119	0.134	0.042	-0.204	0.642	1.000	0.969	0.917	-0.271	-0.130
tempMedia	-0.038	0.133	0.280	-0.238	-0.017	0.020	0.035	-0.161	0.088	0.141	0.208	0.142	-0.128	0.628	0.969	1.000	0.973	-0.243	-0.100
tempMin	-0.078	0.165	0.319	-0.203	-0.005	0.008	0.017	-0.121	0.067	0.141	0.262	0.227	-0.075	0.566	0.917	0.973	1.000	-0.227	-0.111
velViento	0.007	0.028	-0.079	0.061	0.108	0.117	-0.071	0.185	0.143	-0.281	-0.353	-0.312	0.144	-0.140	-0.271	-0.243	-0.227	1.000	0.852
velVientoMax	0.014	0.067	-0.071	-0.004	0.093	0.130	-0.049	0.097	0.222	-0.172	-0.277	-0.301	0.212	-0.116	-0.130	-0.100	-0.111	0.852	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Date	Price	fecha	dia	tempMedia	tempMax	horMinTempMax	tempMin	horMinTempMin	humedadMedia	humedadMax	horMinHumMax	humedadMin	horMinHumMin	velViento	dirViento	velVientoMax	horMinVelMax	dirVientoVelMax	radiacion	bateria
2020-01-02	2020-01-02	86	2020-01-02	2.0	12.19	15.32	13	10.390	18	75.70	85.6	18:30	62.73	13	1.473	359.600	3.998	5	0.000	7.06	12.87
2020-01-05	2020-01-05	132	2020-01-05	5.0	11.85	17.18	12	8.600	0	69.21	82.5	18:16	49.78	12	1.863	4.554	5.184	6	326.400	11.05	12.85
2020-01-06	2020-01-06	107	2020-01-06	6.0	10.84	16.44	13	7.410	7	70.60	82.6	18:28	54.59	11	1.858	350.000	4.528	6	7.300	10.94	12.86
2020-01-09	2020-01-09	122	2020-01-09	9.0	12.30	17.44	13	8.930	7	71.50	88.5	00:24	48.11	12	1.577	341.600	4.910	8	10.140	10.39	12.84
2020-01-10	2020-01-10	62	2020-01-10	10.0	12.52	17.26	11	8.670	8	72.30	81.0	21:06	49.98	11	1.616	4.478	4.939	8	0.000	11.04	12.88
2020-01-12	2020-01-12	69	2020-01-12	12.0	11.36	16.57	13	7.480	7	71.10	82.4	18:36	51.20	10	1.932	331.000	4.626	9	10.530	11.81	12.86
2020-01-13	2020-01-13	72	2020-01-13	13.0	10.80	16.04	13	6.945	7	70.80	84.2	20:08	48.67	10	1.712	334.400	4.469	7	1.043	11.69	12.84
2020-01-14	2020-01-14	87	2020-01-14	14.0	10.99	16.65	12	6.811	8	66.75	79.3	00:46	39.38	10	2.316	332.400	6.311	14	270.300	11.37	12.83
2020-01-15	2020-01-15	103	2020-01-15	15.0	12.01	17.06	11	8.870	8	64.10	81.8	18:08	44.52	10	1.642	360.000	4.420	6	19.430	11.78	12.84
2020-01-16	2020-01-16	95	2020-01-16	16.0	12.51	16.79	10	9.870	7	64.98	85.7	18:58	41.66	9	1.115	347.800	3.969	23	343.700	11.84	12.86

	Date	Price	fecha	dia	tempMedia	tempMax	horMinTempMax	tempMin	humedadMedia	humedadMax	horMinHumMax	humedadMin	horMinHumMin	velViento	dirViento	velVientoMax	horMinVelMax	radiacion	bateria
2024-07-02	2024-07-02	144	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-08-01	2024-08-01	142	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-08-02	2024-08-02	141	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-09-01	2024-09-01	136	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-09-02	2024-09-02	146	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-10-01	2024-10-01	145	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-10-02	2024-10-02	139	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-11-01	2024-11-01	142	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-12-01	2024-12-01	135	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7
2024-12-02	2024-12-02	137	2020-03-31	2.0	14.63	19.58	12	9.87	71.7	100.0	00:00	45.05	10	0.87	256.6	4.439	13	10.39	12.7

Most frequently occurring

	Date	Price	fecha	dia	tempMedia	tempMax	horMinTempMax	tempMin	horMinTempMin	humedadMedia	humedadMax	horMinHumMax	humedadMin	horMinHumMin	velViento	dirViento	velVientoMax	horMinVelMax	dirVientoVelMax	radiacion	precipitacion	bateria	# duplicates
0	2020-03-31	119	2020-03-31	91.0	14.76	17.78	14	12.06	5	84.60	98.00	23:50	66.80	10	1.100	327.20	4.782	5	347.80	12.27	16.8	12.86	2
1	2020-06-22	54	2020-06-22	174.0	25.45	33.75	11	18.79	3	49.90	78.80	00:02	23.07	11	1.426	110.20	5.606	19	144.40	29.00	0.0	12.85	2
2	2020-09-29	63	2020-09-29	273.0	21.44	25.76	11	18.59	0	60.73	82.10	20:36	34.56	8	1.170	277.10	4.116	15	164.90	19.83	0.0	12.82	2
3	2020-12-29	71	2020-12-29	364.0	11.64	17.05	14	8.15	7	46.19	53.88	21:26	33.96	14	1.929	327.80	10.050	16	276.90	11.18	0.0	12.78	2
4	2021-03-30	323	2021-03-30	89.0	18.73	25.90	14	12.53	4	57.60	82.60	01:32	34.62	14	1.224	138.50	5.380	14	88.00	15.16	0.0	12.78	2
5	2021-09-28	56	2021-09-28	271.0	21.98	26.49	14	18.46	4	63.08	81.90	00:12	42.91	8	1.031	312.20	3.058	1	8.53	19.93	0.0	12.76	2
6	2021-12-28	79	2021-12-28	362.0	15.81	20.31	12	12.14	23	68.70	95.60	21:00	45.78	9	1.103	11.84	4.616	20	118.20	10.49	0.0	12.73	2
7	2022-03-29	92	2022-03-29	88.0	15.38	17.91	13	12.34	3	87.90	100.00	19:24	64.33	9	2.093	262.30	6.429	11	258.80	10.94	1.2	12.82	2
8	2022-09-27	191	2022-09-27	270.0	18.92	23.04	14	14.01	6	65.88	85.20	23:52	35.37	8	1.829	282.50	6.733	15	270.40	19.46	0.0	12.52	2
9	2022-12-27	91	2022-12-27	361.0	15.72	21.05	12	12.47	2	58.49	81.60	17:42	43.06	9	1.667	16.21	5.390	23	353.30	11.25	0.0	12.71	2

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring